{"title":"本科课堂端到端机器学习项目设计","authors":"H. JinKaren","doi":"10.5555/3417639.3417674","DOIUrl":null,"url":null,"abstract":"A Machine Learning (ML) workflow refers to the complete process for carrying out an ML solution, typically including problem formulation, data acquisition, feature engineering, model training, eval...","PeriodicalId":213828,"journal":{"name":"Journal of Computing Sciences in Colleges","volume":"37 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"End-to-end machine learning project design for undergraduate classrooms\",\"authors\":\"H. JinKaren\",\"doi\":\"10.5555/3417639.3417674\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A Machine Learning (ML) workflow refers to the complete process for carrying out an ML solution, typically including problem formulation, data acquisition, feature engineering, model training, eval...\",\"PeriodicalId\":213828,\"journal\":{\"name\":\"Journal of Computing Sciences in Colleges\",\"volume\":\"37 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Computing Sciences in Colleges\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5555/3417639.3417674\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Computing Sciences in Colleges","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5555/3417639.3417674","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
End-to-end machine learning project design for undergraduate classrooms
A Machine Learning (ML) workflow refers to the complete process for carrying out an ML solution, typically including problem formulation, data acquisition, feature engineering, model training, eval...
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